Exploratory Data Analysis

[s-gunde]

I have tried to analyze the dataset by checking

• [x] all the columns variable types
• [x] what are categorical and numerical columns
• [x] how many unique values
• [x] how many missing values
• [x] what are the key columns to predict "total sales" column
• [x] discovered opportunities for feature engineering like converting age column to intervals for better prediction and extracting "month" from date field to see how sales are growing each month as we have only one year data
• [x] what are the categorical columns can convert to numerical
• [x] analyzed relationship between variables by creating plots with univariate, bivariate and multivariate analysis

[CharlesColaco]

Reviewed